Affiliation:
1. University of California at Riverside, Riverside, CA
2. The University of Arizona, Tucson, AZ
Abstract
Since the I/O pins of a CPU are a significant source of energy consumption, work has been done on developing encoding schemes for reducing switching activity on external buses. Modest reductions in switching can be achieved for data and address buses using a number of general purpose encoding schemes. However, by exploiting the characteristic of memory reference locality, switching activity on the address bus can be reduced by as much as 66%. Till now no characteristic has been identified that can be used to achieve similar reductions in switching activity on the data bus. We have discovered a characteristic of values transmitted over the data bus according to which a small number of distinct values, called
frequent values
, account for 32% of transmissions over the external data bus. Exploiting this characteristic we have developed an encoding scheme that we call the
FV encoding
scheme. To implement this scheme we have also developed a technique for dynamically identifying the frequent values which compares quite favorably with an optimal offline algorithm. Our experiments show that FV encoding of 32 frequent values yields an average reduction of 30% (with on-chip data cache) and 49% (without on-chip data cache) in data bus switching activity for SPEC95 and mediabench programs. Moreover the reduction in switching achieved by FV encoding is
2 to 4
times the reduction achieved by the
bus-invert
coding scheme and
1.5 to 3
times the reduction achieved by the
adaptive method
. The overall energy savings on data bus we attained considering the coder overhead is 29%.
Publisher
Association for Computing Machinery (ACM)
Subject
Electrical and Electronic Engineering,Computer Graphics and Computer-Aided Design,Computer Science Applications
Reference16 articles.
1. Cadence Corporation. http://www.cadence.com. Cadence Corporation. http://www.cadence.com.
Cited by
38 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献